本课程《数据分析全能实战课：SQL、Python、数据清洗与可视化 + ChatGPT》由Frank Andrade授课，全面整合了数据分析三大关键技能：SQL、Python、ChatGPT，帮助你从零开始掌握现代数据分析所需的核心工具与方法。
你将学习：
- SQL 数据库查询：掌握 SELECT、WHERE、JOIN、GROUP BY、子查询等常用语法，实战操作 MySQL 数据库
- Python 数据分析：掌握 Python 基础语法与数据结构，熟练使用 Pandas、NumPy 进行数据清洗、整理与分析
- 数据可视化：使用 Pandas 内建图形工具快速生成分析图表
- ChatGPT 实战技巧：使用代码解释器辅助数据分析、从网站提取数据、自动化生成Excel报表等AI实用方法
- 实战项目+练习：通过多个数据分析项目和练习加深理解，构建可展示的作品集
本课程适合想入门或转型成为数据分析师的学习者，无需编程基础，内容讲解系统且实用。通过SQL、Python和ChatGPT的结合，助你在竞争激烈的数据岗位中脱颖而出！立即加入，迈向数据职业之路！
英文原版介绍
Published 3/2024
Created by Frank Andrade
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 137 Lectures ( 19h 7m ) | Size: 7.25 GB
Data Analyst Course: SQL, Python, NumPy, Pandas, Data Visualization, Cleaning and ChatGPT
What you’ll learn:
Learn SQL to create queries and work with databases
Learn Python to collect data, explore data and make visualizations
How to use ChatGPT for data analysis
Exercises and data analysis projects
Requirements:
Internet Access
Description:
Welcome to Modern Data Analyst. The role of the data analyst has evolved and now it’s not enough to know Excel to be a data analyst. In this course, we will learn how to use SQL, Python & ChatGPT for Data Analysis.First, we’ll learn SQL from scratch. SQL is a programming language that will help us work with data. We’ll use a free database for this course: MySQL. Here are some of the SQL concepts this course covers.- Basic SQL commands and clauses (SELECT FROM, WHERE, INSERT, HAVING, UPDATE, etc)- Aggregate functions with GROUP BY commands- SQL Joins- Logical operators- Subqueries. temporary tables, rank, etc- Projects, exercises, and more!Then we’ll learn Python from zero. Python is used for data analysts to collect data, explore data, and make visualizations. Here’s what the Python section covers.- Python Crash Course: We’ll learn all the Python core concepts such as variables, lists, dictionaries, and more.- Python for Data Analysis: We’ll learn Python libraries used for data analysis such as Pandas and Numpy. We’ll use them to do data analysis tasks such as cleaning and preparing data.- Python for Data Visualization: We’ll learn how to make visualizations with Pandas.Finally, we’ll learn ChatGPT for data analysis. We’ll learn how to use ChatGPT’s code interpreter to analyze data, extract data from websites, automate Excel reports, and more.What makes this course different from the others, and why you should enroll?This is the most updated and complete data analysis course. 3-in-1 bundle (SQL, Python and ChatGPT)You’ll learn traditional tools as well as modern tools used in data analysisWe’ll solve exercises and projects to put into practice the concepts learnedJoin me now and become a data analyst.
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